A pattern for building personal knowledge bases using LLMs.

This is an idea file, it is designed to be copy pasted to your own LLM Agent (e.g. OpenAI Codex, Claude Code, OpenCode / Pi, or etc.). Its goal is to communicate the high level idea, but your agent will build out the specifics in collaboration with you.

Most people's experience with LLMs and documents looks like RAG: you upload a collection of files, the LLM retrieves relevant chunks at query time, and generates an answer. This works, but the LLM is rediscovering knowledge from scratch on every question. There's no accumulation. Ask a subtle question that requires synthesizing five documents, and the LLM has to find and piece together the relevant fragments every time. Nothing is built up. NotebookLM, ChatGPT file uploads, and most RAG systems work this way.

A neuroscience-backed guide to accessing the cognitive states that dominated human experience for the vast majority of our evolutionary history.

Your brain is a living fossil record. Nestled beneath your prefrontal cortex — the wrinkled outer layer responsible for spreadsheets and small talk — lies a series of neural structures that are functionally identical to those in reptiles, early mammals, and our Paleolithic ancestors. For over 99.99% of human evolutionary history, these ancient structures were the whole show. Abstract reasoning, internal monologue, existential dread? Those are recent additions — evolutionary afterthoughts layered on top of a system that worked perfectly well for hundreds of millions of years.

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Для кого эта страница: шаги рассчитаны на человека без опыта настройки сетей. Непонятные слова по ходу текста поясняются.